Active Record like validation on SQLAlchemy declarative model objects
Project description
Introduction
SAValidation facilitates Active Record like validation on SQLAlchemy declarative model objects.
You can install the in-development version of savalidation with easy_install savalidation==dev.
The home page is currently the bitbucket repository.
Usage Example
The following is a snippet from the examples.py file:
from datetime import datetime import formencode import sqlalchemy as sa import sqlalchemy.ext.declarative as sadec import sqlalchemy.sql as sasql import sqlalchemy.orm as saorm from savalidation import ValidationMixin, watch_session import savalidation.validators as val engine = sa.create_engine('sqlite://') #engine.echo = True meta = sa.MetaData() Base = sadec.declarative_base(metadata=meta) Session = saorm.scoped_session( saorm.sessionmaker( bind=engine, autoflush=False ) ) sess = Session # we only need watch_session() until this bug fix gets released: # http://www.sqlalchemy.org/trac/ticket/2424#comment:5 watch_session(sess) class Family(Base, ValidationMixin): __tablename__ = 'families' # SA COLUMNS id = sa.Column(sa.Integer, primary_key=True) createdts = sa.Column(sa.DateTime, nullable=False, default=datetime.now, server_default=sasql.text('CURRENT_TIMESTAMP')) updatedts = sa.Column(sa.DateTime, onupdate=datetime.now) name = sa.Column(sa.Unicode(75), nullable=False, unique=True) reg_num = sa.Column(sa.Integer, nullable=False, unique=True) status = sa.Column(sa.Unicode(15), nullable=False, default=u'active', server_default=u'active') # VALIDATION STATUS_CHOICES = ( ('active', 'Active'), ('inactive', 'Inactive'), ('moved', 'Moved'), ) # will validate nullability and string types val.validates_constraints() val.validates_one_of('status', [k for k, v in STATUS_CHOICES]) #OTHER def __str__(self): return '<Family id=%s, name=%s>' % (self.id, self.name) class Person(Base, ValidationMixin): __tablename__ = 'people' id = sa.Column(sa.Integer, primary_key=True) createdts = sa.Column(sa.DateTime, nullable=False, server_default=sasql.text('CURRENT_TIMESTAMP')) updatedts = sa.Column(sa.DateTime, onupdate=datetime.now) name_first = sa.Column(sa.Unicode(75), nullable=False) name_last = sa.Column(sa.Unicode(75), nullable=False) family_role = sa.Column(sa.Unicode(20), nullable=False) nullable_but_required = sa.Column(sa.Unicode(5)) ROLE_CHOICES = ( ('father', 'Father'), ('mother', 'Mother'), ('child', 'Child'), ) val.validates_constraints(exclude='createdts') val.validates_presence_of('nullable_but_required') val.validates_choices('family_role', ROLE_CHOICES) class ReverseConverter(formencode.api.FancyValidator): def _to_python(self, value, state): if not isinstance(value, basestring): raise formencode.Invalid('Must be a string type', value, state) # this reverse a string or list...yah, I know, it looks funny return value[::-1] validates_reverse = val.formencode_factory(ReverseConverter) converts_reverse = val.formencode_factory(ReverseConverter, sv_convert=True) class ConversionTester(Base, ValidationMixin): __tablename__ = 'conversion_testers' id = sa.Column(sa.Integer, primary_key=True) val1 = sa.Column(sa.String(25)) val2 = sa.Column(sa.String(25)) val3 = sa.Column(sa.String(25)) val4 = sa.Column(sa.String(25)) validates_reverse('val1') validates_reverse('val2', sv_convert=True) converts_reverse('val3') converts_reverse('val4', sv_convert=False)
See more examples in the tests directory of the distribution.
Installing & Testing Source
(this is one way, there are others)
create a virtualenv
activate the virtualenv
pip install -e "hg+http://bitbucket.org/blazlibs/sqlalchemy-validation#egg=savlidation-dev"
pip install nose
cd src/savalidation/savalidation
nosetests
Questions & Comments
Please visit: http://groups.google.com/group/blazelibs
Known Issues
Final values that get set on an ORM mapped object attributes through relationships, the default or onupdate column parameters, and possibly others are not availble at the time validation is done.
In some cases, this can be caught after the flush (before commit) when those values become available on the ORM object.
Unfortunately, that is of limited value in the case where the the value that slipped through violates a DB constraint. In that case, a true DB exception will be raised.
Dependencies
SQLAlchemy > 0.7
FormEncode
python-dateutil (for date/time converters)
Nose (if you want to run the tests)
Credits
This project borrows code and ideas from:
Current Status
The code itself seems stable, but the API may change in the future.
Change Log
0.2.0 released 2012-10-24
This release contains some BC BREAKS.
internal API cleaned up
refactored to use SQLAlchemy (SA) events, we are now compatable with & require SA >= 0.7
CHANGE: if using SA < 0.7.6, savalidation.watch_session() must be called with each instance of your session IF the savalidation module is being instantiated before your session is created.
CHANGE: the validator API has changed. If you have created custom validators you will need to look at the changes in validators.py.
the Formencode state object sent to a validator’s method has changed the “instance” attribute to be “entity.”
add before_flush() helper to decorate entity instance methods
- got rid of after_flush validation. Instead, before_insert/before_update events
can now be used to validate non-nullable foreign keys.
- got rid of validation support for a column’s default and server_default
values (b/c it required after_flush validation)
- formencode schemas are now only created once per class, not per instance,
boosting performance.
0.1.5 released 2011-06-11
fix 0.1.4 release which didn’t include version file
0.1.4 released 2011-06-11
change python-dateutil dependence to < 2.0, 2.x is for python 3
0.1.3 released 2011-05-19
change SQLAlchemy requirement so the latest package < 0.7 is installed
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